Towards Probabilistic Timing Analysis for SDFGs on Tile Based Heterogeneous MPSoCs - Archive ouverte HAL Accéder directement au contenu
Communication Dans Un Congrès Année : 2020

Towards Probabilistic Timing Analysis for SDFGs on Tile Based Heterogeneous MPSoCs

Résumé

Abstract—Performance and timing prediction of complex parallel data flow applications on multi-core systems is still a very difficult discipline. The reason for it comes from the complexity of the hardware platforms with difficult or hard to predict timing properties and the rising complexity of the software itself. In this work, we are proposing the combination of timing measurement and statistical simulation models for probabilistic timing and performance prediction of Synchronous Data Flow (SDF) applications on tile-based MPSoCs. We compare our work against mathematical and traditional simulation based performance prediction models. We have shown that the accuracy and execution time of our simulation can be suitable for design space exploration.

Domaines

Electronique Autre
Fichier principal
Vignette du fichier
2020_ERTS_conf_(Stemmer)_HAL.pdf (426.41 Ko) Télécharger le fichier
Origine : Fichiers produits par l'(les) auteur(s)
Loading...

Dates et versions

hal-02305048 , version 1 (17-01-2020)

Identifiants

  • HAL Id : hal-02305048 , version 1

Citer

Ralf Stemmer, Hai-Dang Vu, Kim Grüttner, Sébastien Le Nours, Wolfgang Nebel, et al.. Towards Probabilistic Timing Analysis for SDFGs on Tile Based Heterogeneous MPSoCs. 10th European Congress on Embedded Real Time Software and Systems (ERTS 2020), Jan 2020, Toulouse, France. #paper 59. ⟨hal-02305048⟩
657 Consultations
95 Téléchargements

Partager

Gmail Facebook X LinkedIn More